Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation
Paper
• 2009.09378 • Published
Datasets:
labels sequence | topics sequence | knowledge sequence | post sequence | response sequence |
|---|---|---|---|---|
[
1,
39,
30,
2
] | [
"Science fiction",
"Science fiction",
"Science fiction",
"Science fiction"
] | [
[
"no_passages_used __knowledge__ no_passages_used",
"Science fiction __knowledge__ Science fiction (often shortened to SF or sci-fi) is a genre of speculative fiction, typically dealing with imaginative concepts such as futuristic science and technology, space travel, time travel, faster than light travel,... | [
"Science fiction",
"I'm a huge fan of science fiction myself! ",
"I agree. One of my favorite forms of science fiction is anything related to time travel! I find it fascinating.",
"And that's difficult to do when dealing with time travel. I actually haven't seen the latest Harry Potter movies. Guess it's time... | [
"I think science fiction is an amazing genre for anything. Future science, technology, time travel, FTL travel, they're all such interesting concepts.",
"Awesome! I really love how sci-fi storytellers focus on political/social/philosophical issues that would still be around even in the future. Makes them relatabl... |
[
3,
7,
6,
1
] | [
"Internet access",
"Internet access",
"Internet access",
"Internet access"
] | [
[
"no_passages_used __knowledge__ no_passages_used",
"Internet access __knowledge__ Internet access is the ability of individuals and organizations to connect to the Internet using computer terminals, computers, and other devices; and to access services such as email and the World Wide Web.",
"Internet ... | [
"Internet access\nCan you imagine the world without internet access? ",
"Oh me either! It seems like such a long time ago. I wonder when Internet was first created?",
"That is awesome. I wonder why it was restricted? Probably because they only wanted government and big companies to use it at first.",
"I am to... | [
"No I could not! I couldn't imagine living when internet access was rare and very few people had it!",
"It used to be restricted, but around 1995, the restricted were lifted and commercial use of it began",
"Yes, it was developed from a government funded projects to help with universities research and laborator... |
[
26,
2,
11,
3,
6
] | [
"Pharmacist",
"Pharmacist",
"Pharmacist",
"Pharmacist",
"Pharmacist"
] | [
[
"no_passages_used __knowledge__ no_passages_used",
"Pharmacist __knowledge__ Pharmacists, also known as chemists (Commonwealth English) or druggists (North American and, archaically, Commonwealth English), are healthcare professionals who practice in pharmacy, the field of health sciences focusing on safe... | [
"Pharmacist\nI am just finishing my university course and I will be a qualified pharmacist. I am so excited about finishing and getting out there into the world of work! Do you work yourself?",
"Fantastic so you know all about the field. I completed my four year course and also two 6 month placements but its no... | [
"Yes, I perform administrative duties as a pharmacy technician.",
"Yes, I work directly with a lot of patients.",
"Yes, it is necessary to develop our organization.",
"Yes, without the monitoring tasks we do, while checking for side effects, there would be chaos.",
"I agree, just wait till you get your mast... |
[
1,
2,
4,
5,
6
] | [
"Homebrewing",
"Homebrewing",
"Homebrewing",
"Homebrewing",
"Homebrewing"
] | [["no_passages_used __knowledge__ no_passages_used","Homebrewing __knowledge__ Homebrewing is the br(...TRUNCATED) | ["Homebrewing\nI have homebrewed before. Beer can be fun to craft.","Yes, that is correct. And it ca(...TRUNCATED) | ["basically homebrewing is personal small scale beer production","beer has been brewed by home brew(...TRUNCATED) |
[
1,
1,
2,
2,
3
] | [
"Red hair",
"Red hair",
"Red hair",
"Red hair",
"Red hair"
] | [["no_passages_used __knowledge__ no_passages_used","Red hair __knowledge__ Red hair (or ginger hair(...TRUNCATED) | ["Red hair\nred hair is rare but looks good sometimes.","yea the really good red hair is great.","ye(...TRUNCATED) | ["I know, it's a shame that red hair is only 1 to 2% of the population.","Agreed, which is why it is(...TRUNCATED) |
[
1,
5,
8,
44
] | [
"Romance (love)",
"Romance (love)",
"Romance (love)",
"Romance (love)"
] | [["no_passages_used __knowledge__ no_passages_used","Romance (love) __knowledge__ Romance is the exp(...TRUNCATED) | ["Romance (love)","I feel the same. I find it hard to make many friends so finding a romantic partne(...TRUNCATED) | ["I don't know how to be romantic. I have trouble expressing emotional attraction.","The term \"roma(...TRUNCATED) |
[
0,
1,
2
] | [
"Krav Maga",
"Krav Maga",
"Krav Maga"
] | [["no_passages_used __knowledge__ no_passages_used","Krav Maga __knowledge__ Krav Maga (; , \"lit.\"(...TRUNCATED) | ["Krav Maga","I have no idea what or who that might be. Why do people know them?","Do you know how l(...TRUNCATED) | ["Hello. I hope you might enjoy or know something about Krav Maga?","I think Krav Maga is a martial (...TRUNCATED) |
[
3,
4,
53,
52
] | [
"Bank teller",
"Bank teller",
"Bank teller",
"Bank teller"
] | [["no_passages_used __knowledge__ no_passages_used","Bank teller __knowledge__ A bank teller (often (...TRUNCATED) | ["Bank teller\nI have been trying for years to become a bank teller.","I agree, I have very little e(...TRUNCATED) | ["i think most bank job require require experience with handling","Most banks provide on-the-job tr(...TRUNCATED) |
[
1,
3,
4,
9
] | [
"Parachuting",
"Parachuting",
"Parachuting",
"Parachuting"
] | [["no_passages_used __knowledge__ no_passages_used","Parachuting __knowledge__ Parachuting, or skydi(...TRUNCATED) | ["Parachuting","Ive never done either but they sound terrifying, not a fan of heights","Oh really? S(...TRUNCATED) | ["I like parachunting or skydiving ","But it is interesting game. This first parachute jump in histo(...TRUNCATED) |
[
3,
0,
45,
0
] | [
"True crime",
"True crime",
"True crime",
"True crime"
] | [["no_passages_used __knowledge__ no_passages_used","True crime __knowledge__ True crime is a non-fi(...TRUNCATED) | ["True crime\nHello, do you like true crime books at all?","Do you have a favorite wirter?","What bo(...TRUNCATED) | ["sometimes, depending on the writer","yes his name is Daniel W. Drezner","not's not only an author (...TRUNCATED) |
End of preview. Expand
in Data Studio
Wizard-of-Wikipedia data for the Findings of EMNLP 2020 paper "Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation"
@inproceedings{zheng-etal-2020-diffks,
title="{D}ifference-aware Knowledge Selection for Knowledge-grounded Conversation Generation",
author="Zheng, Chujie and
Cao, Yunbo and
Jiang, Daxin and
Huang, Minlie",
booktitle="Findings of EMNLP",
year="2020"
}
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